Cong Shen
Orcid: 0000-0002-3148-4453Affiliations:
- University of Virginia, Charles L. Brown Department of Electrical and Computer Engineering, Charlottesville, VA, USA
- University of Science and Technology of China, Department of Electronic Engineering and Information Science, Department of Electronic Engineering and Information Science, Hefei, China
- Qualcomm Research, San Diego, CA, USA (former)
- University of California Los Angeles, UCLA, Electrical Engineering Department, CA, USA
According to our database1,
Cong Shen
authored at least 120 papers
between 2007 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Wirel. Commun., March, 2024
Federated Learning With Heterogeneous Quantization Bit Allocation and Aggregation for Internet of Things.
IEEE Internet Things J., January, 2024
IEEE Trans. Signal Process., 2024
Trans. Mach. Learn. Res., 2024
Stereoscopic artificial compound eyes for spatiotemporal perception in three-dimensional space.
Sci. Robotics, 2024
An Autoencoder-Based Constellation Design for AirComp in Wireless Federated Learning.
CoRR, 2024
2023
Performance Optimization for Noise Interference Privacy Protection in Federated Learning.
IEEE Trans. Cogn. Commun. Netw., October, 2023
IEEE J. Sel. Areas Commun., March, 2023
CoRR, 2023
Joint Client Assignment and UAV Route Planning for Indirect-Communication Federated Learning.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the IEEE International Symposium on Information Theory, 2023
Proceedings of the IEEE International Symposium on Information Theory, 2023
Exploiting Feature Heterogeneity for Improved Generalization in Federated Multi-task Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2023
Proceedings of the International Conference on Machine Learning, 2023
Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints.
Proceedings of the International Conference on Machine Learning, 2023
Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
FLORAS: Differentially Private Wireless Federated Learning Using Orthogonal Sequences.
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023
Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023
Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
IEEE Wirel. Commun. Lett., 2022
IEEE Trans. Signal Process., 2022
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Cogn. Commun. Netw., 2022
ACM Trans. Comput. Heal., 2022
8th SIGKDD International Workshop on Mining and Learning from Time Series - Deep Forecasting: Models, Interpretability, and Applications.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the IEEE International Symposium on Information Theory, 2022
Proceedings of the IEEE International Symposium on Information Theory, 2022
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
On the Convergence of Hybrid Federated Learning with Server-Clients Collaborative Training.
Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022
Multi-Agent Reinforcement Learning for Wireless User Scheduling: Performance, Scalablility, and Generalization.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
IEEE Trans. Wirel. Commun., 2021
IEEE Trans. Signal Process., 2021
IEEE Trans. Mob. Comput., 2021
On No-Sensing Adversarial Multi-Player Multi-Armed Bandits With Collision Communications.
IEEE J. Sel. Areas Inf. Theory, 2021
IEEE J. Sel. Areas Commun., 2021
Resource Rationing for Wireless Federated Learning: Concept, Benefits, and Challenges.
IEEE Commun. Mag., 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
An Attackability Perspective on No-Sensing Adversarial Multi-player Multi-armed Bandits.
Proceedings of the IEEE International Symposium on Information Theory, 2021
Proceedings of the ICC 2021, 2021
A Machine Learning Approach for Rate Prediction in Multicast File-stream Distribution Networks.
Proceedings of the IEEE Global Communications Conference, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Wirel. Commun. Lett., 2020
IEEE Trans. Wirel. Commun., 2020
IEEE Trans. Commun., 2020
IEEE Access, 2020
Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Deep Reinforcement Learning based Wireless Network Optimization: A Comparative Study.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
IEEE Trans. Wirel. Commun., 2019
IEEE Trans. Cogn. Commun. Netw., 2019
IEEE J. Sel. Areas Commun., 2019
A Cascading Bandit Approach To Efficient Mobility Management In Ultra-Dense Networks.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the 2019 IEEE/CIC International Conference on Communications in China, 2019
Proceedings of the 2019 IEEE Global Communications Conference, 2019
2018
Designing Security-Aware Incentives for Computation Offloading via Device-to-Device Communication.
IEEE Trans. Wirel. Commun., 2018
IEEE Trans. Signal Process., 2018
IEEE J. Sel. Top. Signal Process., 2018
IEEE J. Sel. Top. Signal Process., 2018
Multilevel Diversity Coding with Secure Regeneration: Separate Coding Achieves the MBR Point.
Entropy, 2018
Sci. China Inf. Sci., 2018
IEEE Access, 2018
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018
Exploiting Noise Correlation for Channel Decoding with Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the IEEE Global Communications Conference, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
IEEE Trans. Signal Process., 2017
IEEE Trans. Inf. Theory, 2017
IEEE J. Sel. Areas Commun., 2017
CoRR, 2017
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017
Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017
Learn to adapt: Self-optimizing small cell transmit power with correlated bandit learning.
Proceedings of the IEEE International Conference on Communications, 2017
On the effective capacities of distributed and co-located large-scale antenna systems.
Proceedings of the IEEE International Conference on Communications, 2017
2016
IEEE J. Sel. Areas Commun., 2016
Less is More: Participation Incentives in D2D-enhanced Mobile Edge Computing under Infectious DDoS Attacks.
CoRR, 2016
Proceedings of the 2016 IEEE Global Communications Conference, 2016
2015
Silence is Gold: Strategic Interference Mitigation Using Tokens in Heterogeneous Small Cell Networks.
IEEE J. Sel. Areas Commun., 2015
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015
2014
Proceedings of the IEEE Global Communications Conference, 2014
2011
Hybrid ARQ in Multiple-Antenna Slow Fading Channels: Performance Limits and Optimal Linear Dispersion Code Design.
IEEE Trans. Inf. Theory, 2011
Opportunistic Spatial Orthogonalization and Its Application in Fading Cognitive Radio Networks.
IEEE J. Sel. Top. Signal Process., 2011
2009
IEEE Trans. Commun., 2009
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009
2008
Optimal Resource Allocation for Multimedia Applications over Multiaccess Fading Channels.
IEEE Trans. Wirel. Commun., 2008
IEEE J. Sel. Areas Commun., 2008
A utility maximization approach to the design of unequal error protection with multilevel codes.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Proceedings of IEEE International Conference on Communications, 2008
Proceedings of IEEE International Conference on Communications, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007
Proceedings of IEEE International Conference on Communications, 2007